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Home | Mark M. Fredrickson

I am a 4th year graduate student in the Political Science department of the University of Illinois at Urbana-Champaign, also pursuing a Master's Degree in Statistics. My research interests. In addition to election work, I've also worked as a computer programmer. I continue to put my technical skills into practice. Among other projects. At the St. Louis Area Methods Meeting. Another participant pointed out that my previous SLAMM posting. Started the conference discussing the relationship between regressio...

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I am a 4th year graduate student in the Political Science department of the University of Illinois at Urbana-Champaign, also pursuing a Master's Degree in Statistics. My research interests. In addition to election work, I've also worked as a computer programmer. I continue to put my technical skills into practice. Among other projects. At the St. Louis Area Methods Meeting. Another participant pointed out that my previous SLAMM posting. Started the conference discussing the relationship between regressio...
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Home | Mark M. Fredrickson | markmfredrickson.com Reviews

https://markmfredrickson.com

I am a 4th year graduate student in the Political Science department of the University of Illinois at Urbana-Champaign, also pursuing a Master's Degree in Statistics. My research interests. In addition to election work, I've also worked as a computer programmer. I continue to put my technical skills into practice. Among other projects. At the St. Louis Area Methods Meeting. Another participant pointed out that my previous SLAMM posting. Started the conference discussing the relationship between regressio...

INTERNAL PAGES

markmfredrickson.com markmfredrickson.com
1

Academics | Mark M. Fredrickson

http://www.markmfredrickson.com/academics

My Google Scholar page. A PDF of my CV. Machine Learning and Causal Inference: A Modular Approach to Assessing the Effects of the London Bombings of 2005. A more powerful test statistic for reasoning about interference between units. And Peter M. Aronow. Reasoning about Interference Between Units. 2013) 21(1): 97 124. ( Winner of the 2014 Miller Prize for best work appearing in Political Analysis in the preceding year. RItools: Flexible randomization inference in R. Demonstrates the use of the RItools.

2

Bio | Mark M. Fredrickson

http://www.markmfredrickson.com/bio

I grew up in St. Paul, MN and attended Claremont McKenna College. From 2000 to 2005, where I graduated with a Bachelor of Arts in Computer Science and Politics (double major, CS course work at Harvey Mudd College. In 2008, I began doctoral studies in the Political Science Department of the University of Illinois at Urbana-Champaign. After completing my master’s degree in statistics, I decided to shift my doctoral focus to statistics as well and enrolled in the Statistics Department at UIUC.

3

St. Louis Area Methods Meeting 2011 (Friday) | Mark M. Fredrickson

http://www.markmfredrickson.com/thoughts/2011-04-20-st-louis-area-methods-meeting-2011.html

St Louis Area Methods Meeting 2011 (Friday). This previous weekend found me and 60 other people attending the St. Louis Area Methods Meeting (SLAMM). This is the 3rd SLAMM I have attended, and the quality of the conference is consistently high. This year we had 4 speakers on Friday, which are the subject of this post. The conference also included graduate student speaker presentations on Saturday morning, which will be the subject of a second article. The first speaker on Friday was Andrew Martin. After ...

4

Code | Mark M. Fredrickson

http://www.markmfredrickson.com/code

Follow me on Github. I am a co-author of RItools. Package for randomization inference, with Ben Hansen. RItools currently provides tools for checking balance on control-treatment matchings and performing tests of sharp null hypotheses using a difference of means statistic. Current work in the. Branch seeks to provide a useful interface for the techniques developed in several of my published and unpublished papers. I am also a co-author of Optmatch. To your browser’s tool bar. When you find yourself o...

5

SLAMM 2012 | Mark M. Fredrickson

http://www.markmfredrickson.com/thoughts/2012-04-29-slamm-2012.html

At the St. Louis Area Methods Meeting. Another participant pointed out that my previous SLAMM posting. Promised a follow up that never came. Oops. In lieu of actually finishing that report, I offer notes from the 2012 event. After lunch, Jake Bowers. And I presented work on testing complex and substantively interesting models on experimental data. Jake began by setting scene and considering the problem of evaluating models in the presence of interference. I picked up the story by showing off the ...My pr...

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jakebowers.org jakebowers.org

New and Old Working Papers and Presentations

http://www.jakebowers.org/papers.html

New and Old Working Papers and Reports and Presentations. All titles are preliminary and comments are welcome. This collection is somewhat disorganized at the moment. Newer works are on the top and older/back-burner work, is on the bottom of each section. Randomization and Design Based Statistical Inference for Causal Inferences. How to increase the precision of causal inferences in experiments using machine learning (but without data snooping). Regression without Regrets: A modular approach to linear mo...

jakebowers.org jakebowers.org

Papers etc.

http://www.jakebowers.org/published.html

Journal Articles, Tech Reports and Book Chapters. How to improve your relationship with your future self, V 2.0. Submitted to special issue of Revista de Ciencia Politica edited by Fernando Rosenblatt and Thad Dunning. Research Note: A More Powerful Test Statistic for Reasoning about Interference between Units. With Peter Aronow and Mark Fredrickson). Published online July 2016. This paper follows up on the paper on statistical inference for experiments on social networks discussed on the OUP blog. Eds J...

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Home | Mark M. Fredrickson

I am a 4th year graduate student in the Political Science department of the University of Illinois at Urbana-Champaign, also pursuing a Master's Degree in Statistics. My research interests. In addition to election work, I've also worked as a computer programmer. I continue to put my technical skills into practice. Among other projects. At the St. Louis Area Methods Meeting. Another participant pointed out that my previous SLAMM posting. Started the conference discussing the relationship between regressio...

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